{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Negative Grants\Winter 2020\Output\Manuscript Model Results.03-18-2020.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}20 Mar 2020, 17:25:11
{txt}
{com}. 
. 
. **** Krause and Zarit, Negative Grants: Contraction of Policy Benefits in U.S. Federal Agencies *************************
. 
. use "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Negative Grants\Winter 2020\Data\neg_grants_data.01-02-2020.03-18-2020.original.dta"
{txt}
{com}. 
. 
. 
. 
. * SET PANEL IDENTIFIER *
. xtset program_id
{txt}{col 8}panel variable:  {res}program_id (unbalanced)
{txt}
{com}. 
. 
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. 
. *** GENERATE GRANT AGE BINARY INDICATORS: 0-4 QTRS; 5-16 QTRS; 17-32 QTRS; & 33 QTRS PLUS ***  
. gen grantageqtr04=1 if grant_age_qtrs>=0 & grant_age_qtrs<=4
{txt}(581,977 missing values generated)

{com}. replace grantageqtr04=0 if grantageqtr04!=1 & grant_age_qtrs>=0
{txt}(581,176 real changes made)

{com}. *
. gen grantageqtr516=1 if grant_age_qtrs>=5 & grant_age_qtrs<=16
{txt}(906,070 missing values generated)

{com}. replace grantageqtr516=0 if grantageqtr516!=1 & grant_age_qtrs>=0
{txt}(905,269 real changes made)

{com}. *
. gen grantageqtr1732=1 if grant_age_qtrs>=17 & grant_age_qtrs<=32
{txt}(1,260,379 missing values generated)

{com}. replace grantageqtr1732=0 if grantageqtr1732!=1 & grant_age_qtrs>=0
{txt}(1,259,578 real changes made)

{com}. *
. gen grantageqtr33plus=1 if grant_age_qtrs>32
{txt}(1,247,775 missing values generated)

{com}. replace grantageqtr33plus=0 if grantageqtr33plus!=1 & grant_age_qtrs>=0
{txt}(1,246,974 real changes made)

{com}. 
. 
. *** GENERATE MEASURES OF AGENCY COMPLEXITY: AGENCY TOTAL EMPLOYMENT * PERCENT TECHNICAL STAFF
. 
. gen agencycomplexity = totalemp*tech_pct
{txt}(194,157 missing values generated)

{com}. gen lnagencycomplexity =ln(agencycomplexity)
{txt}(194,157 missing values generated)

{com}. 
. 
. 
. 
. 
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. *********************************************************************************************************************************************************************************************************************************************************
. 
. 
. *** BASIS FOR AVERAGE MARGINAL EFFECTS COMES FROM THE WITHIN STANDARD DEVIATION OF EACH RELEVANT COVARIATE CENTRAL TO TESTING THE POLITICAL ACCOUNTABILITY - BUREAUCRATIC RESPONSIBILITY THESIS ***
. 
. 
. *** ALL FOUR LINCOMS DENOTED BELOW ARE ESTIMATED BASED UPON A TWO WITHIN-AGENCY STANDARD DEVIATION CHANGE IN THE COVARIATE [see Mummolo and Peterson 2018: PSRM Point #2, Page 6]*** 
. 
. 
. 
. 
. * PANEL DESCRIPTIVE STATISTICS FOR THE KEY PRESIDENTIAL CONTROL & BUREAUCRATIC PERFORMANCE COVARIATES FROM THE EFFECTIVE REGRESSION SAMPLE [N = 744,653  INDIVIDUAL GRANT RETRENCHMENTS] *
. 
. quietly xtreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  ///
> agency_totalgrantamtyr lnagencycomplexity  cuts_year ihs_grantamount  grantageqtr516 grantageqtr1732 grantageqtr33plus ///
> presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> i.year i.agency if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", vce(cluster program_id)
{txt}
{com}. 
. *
. xtsum  presparty2xclintonlewis zloyalty2_abszero zmanage2_abszero zpolicy2_abszero  if e(sample)

{txt}Variable         {c |}      Mean   Std. Dev.       Min        Max {c |}    Observations
{hline 17}{c +}{hline 44}{c +}{hline 16}
prespa~s{col 10}overall {c |} {res} -.216083    .758849         -1          1{txt} {c |}{col 69}N =  744649
{col 10}between {c |}{col 31}{res} .8149283         -1          1{txt} {c |}{col 69}n =    1227
{col 10}within  {c |}{col 31}{res} .6775381  -2.210352   1.779852{txt} {c |} T-bar = 606.886
{col 18}{c |}{col 63}{c |}
zloyal..{col 10}overall {c |} {res} 2.727705   .8032111   .3812271   4.145617{txt} {c |}{col 69}N =  744649
{col 10}between {c |}{col 31}{res} .8304402   .3812271   4.103062{txt} {c |}{col 69}n =    1227
{col 10}within  {c |}{col 31}{res} .5695555   .2064871    5.29661{txt} {c |} T-bar = 606.886
{col 18}{c |}{col 63}{c |}
zmanag..{col 10}overall {c |} {res} 1.377449   .8768965   1.57e-08   3.748863{txt} {c |}{col 69}N =  744649
{col 10}between {c |}{col 31}{res} .7620084   1.57e-08   3.748863{txt} {c |}{col 69}n =    1227
{col 10}within  {c |}{col 31}{res} .6853573  -.8771792   4.017963{txt} {c |} T-bar = 606.886
{col 18}{c |}{col 63}{c |}
zpolic..{col 10}overall {c |} {res} 1.589115   .6901874   9.81e-08   4.377769{txt} {c |}{col 69}N =  744649
{col 10}between {c |}{col 31}{res} .6770417   9.81e-08   4.377769{txt} {c |}{col 69}n =    1227
{col 10}within  {c |}{col 31}{res} .6009002  -1.137438   4.729169{txt} {c |} T-bar = 606.886

{com}. 
. 
. * DESCRIPTIVE STATISTICS FOR THE DEPENDENT VARIABLE IN ITS NATURAL CONSTANT-DOLLAR FORM & CORRESPONDING NATURAL LOG FORM [N = 744,649 INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. sum neg_fed_funding  if e(sample) & neg_fed_funding>0, detail

                       {txt}neg_fed_funding
{hline 61}
      Percentiles      Smallest
 1%    {res} 1.396531       1.003281
{txt} 5%    {res} 82.02521       1.003281
{txt}10%    {res} 343.9716       1.003281       {txt}Obs         {res}    744,649
{txt}25%    {res} 1538.913       1.003281       {txt}Sum of Wgt. {res}    744,649

{txt}50%    {res} 8865.506                      {txt}Mean          {res} 257630.3
                        {txt}Largest       Std. Dev.     {res}  3088206
{txt}75%    {res} 59611.28       4.16e+08
{txt}90%    {res} 289316.7       6.10e+08       {txt}Variance      {res} 9.54e+12
{txt}95%    {res} 660137.3       9.32e+08       {txt}Skewness      {res} 121.8977
{txt}99%    {res}  3929537       1.02e+09       {txt}Kurtosis      {res} 30983.34
{txt}
{com}. 
. 
. 
. 
. 
. 
. 
. *** I. MANUSCRIPT MODELS CONTAIN THREE-WAY FIXED EFFECTS [PROGRAM-SPECIFIC, AGENCY-SPECIFIC, AND YEAR-SPECIFIC FIXED EFFECTS [WITH ROBUST SE CLUSTERING ON PROGRAM_ID]  *** 
. 
. 
. 
. ************ TABLE 1 ****************************************************************************** ****************************************************************************************************************************************************
. 
. ** OLS: E(Y) CONDITIONAL MEAN MODEL **
. 
. xtreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  ///
> agency_totalgrantamtyr lnagencycomplexity  cuts_year ihs_grantamount  grantageqtr516 grantageqtr1732 grantageqtr33plus ///
> presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> i.year i.agency if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", vce(cluster program_id)
{txt}note: 2000.year omitted because of collinearity
{res}
{txt}Random-effects GLS regression                   Number of obs     = {res}   744,649
{txt}Group variable: {res}program_id                      {txt}Number of groups  = {res}     1,227

{txt}R-sq:                                           Obs per group:
     within  = {res}0.0013                                         {txt}min = {res}         1
{txt}     between = {res}0.0189                                         {txt}avg = {res}     606.9
{txt}     overall = {res}0.0000                                         {txt}max = {res}   262,786

                                                {txt}{help j_robustsingular##|_new:Wald chi2(52)}{col 67}={col 70}{res}        .
{txt}corr(u_i, X)   = {res}0{txt} (assumed)                    Prob > chi2       =     {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}        neg_fed_funding{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      z{col 57}   P>|z|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2} -40108.1{col 37}{space 2}  23093.7{col 48}{space 1}   -1.74{col 57}{space 3}0.082{col 65}{space 4}-85370.92{col 78}{space 3} 5154.716
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-37417.19{col 37}{space 2} 23490.05{col 48}{space 1}   -1.59{col 57}{space 3}0.111{col 65}{space 4}-83456.85{col 78}{space 3} 8622.466
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}-12765.56{col 37}{space 2} 17079.18{col 48}{space 1}   -0.75{col 57}{space 3}0.455{col 65}{space 4}-46240.14{col 78}{space 3} 20709.02
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2}-69336.24{col 37}{space 2}  43171.9{col 48}{space 1}   -1.61{col 57}{space 3}0.108{col 65}{space 4}-153951.6{col 78}{space 3} 15279.14
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2} 1.62e-06{col 37}{space 2} 2.20e-06{col 48}{space 1}    0.74{col 57}{space 3}0.461{col 65}{space 4}-2.69e-06{col 78}{space 3} 5.94e-06
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2}-106939.8{col 37}{space 2} 87648.25{col 48}{space 1}   -1.22{col 57}{space 3}0.222{col 65}{space 4}-278727.2{col 78}{space 3} 64847.65
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2} 7062.901{col 37}{space 2} 5028.539{col 48}{space 1}    1.40{col 57}{space 3}0.160{col 65}{space 4}-2792.854{col 78}{space 3} 16918.66
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2} 3745.387{col 37}{space 2} 6846.459{col 48}{space 1}    0.55{col 57}{space 3}0.584{col 65}{space 4}-9673.427{col 78}{space 3}  17164.2
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-76379.51{col 37}{space 2} 31817.21{col 48}{space 1}   -2.40{col 57}{space 3}0.016{col 65}{space 4}-138740.1{col 78}{space 3}-14018.93
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-173617.1{col 37}{space 2} 63907.51{col 48}{space 1}   -2.72{col 57}{space 3}0.007{col 65}{space 4}-298873.5{col 78}{space 3}-48360.69
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2}  -152072{col 37}{space 2} 68606.75{col 48}{space 1}   -2.22{col 57}{space 3}0.027{col 65}{space 4}-286538.7{col 78}{space 3}-17605.21
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2} -80862.1{col 37}{space 2} 27973.36{col 48}{space 1}   -2.89{col 57}{space 3}0.004{col 65}{space 4}-135688.9{col 78}{space 3}-26035.32
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2} 337059.9{col 37}{space 2} 271246.4{col 48}{space 1}    1.24{col 57}{space 3}0.214{col 65}{space 4}-194573.3{col 78}{space 3} 868693.2
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-200016.9{col 37}{space 2} 113086.6{col 48}{space 1}   -1.77{col 57}{space 3}0.077{col 65}{space 4}-421662.5{col 78}{space 3} 21628.67
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-27891.09{col 37}{space 2}  61612.4{col 48}{space 1}   -0.45{col 57}{space 3}0.651{col 65}{space 4}-148649.2{col 78}{space 3} 92866.98
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 221181.5{col 37}{space 2} 54804.81{col 48}{space 1}    4.04{col 57}{space 3}0.000{col 65}{space 4} 113766.1{col 78}{space 3}   328597
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-33319.38{col 37}{space 2} 30336.57{col 48}{space 1}   -1.10{col 57}{space 3}0.272{col 65}{space 4}-92777.96{col 78}{space 3}  26139.2
{txt}{space 23} {c |}
{space 19}year {c |}
{space 18}1989  {c |}{col 25}{res}{space 2}-53817.81{col 37}{space 2} 87042.86{col 48}{space 1}   -0.62{col 57}{space 3}0.536{col 65}{space 4}-224418.7{col 78}{space 3} 116783.1
{txt}{space 18}1990  {c |}{col 25}{res}{space 2}-23194.36{col 37}{space 2} 80731.62{col 48}{space 1}   -0.29{col 57}{space 3}0.774{col 65}{space 4}-181425.4{col 78}{space 3} 135036.7
{txt}{space 18}1991  {c |}{col 25}{res}{space 2}-12868.71{col 37}{space 2} 98526.75{col 48}{space 1}   -0.13{col 57}{space 3}0.896{col 65}{space 4}-205977.6{col 78}{space 3} 180240.2
{txt}{space 18}1992  {c |}{col 25}{res}{space 2}-84143.75{col 37}{space 2}  88197.5{col 48}{space 1}   -0.95{col 57}{space 3}0.340{col 65}{space 4}-257007.7{col 78}{space 3} 88720.18
{txt}{space 18}1993  {c |}{col 25}{res}{space 2} 132820.3{col 37}{space 2} 59124.44{col 48}{space 1}    2.25{col 57}{space 3}0.025{col 65}{space 4} 16938.57{col 78}{space 3} 248702.1
{txt}{space 18}1994  {c |}{col 25}{res}{space 2} 123038.7{col 37}{space 2} 61872.72{col 48}{space 1}    1.99{col 57}{space 3}0.047{col 65}{space 4} 1770.357{col 78}{space 3}   244307
{txt}{space 18}1995  {c |}{col 25}{res}{space 2}-11464.53{col 37}{space 2} 52931.83{col 48}{space 1}   -0.22{col 57}{space 3}0.829{col 65}{space 4}  -115209{col 78}{space 3} 92279.95
{txt}{space 18}1996  {c |}{col 25}{res}{space 2}-123831.8{col 37}{space 2} 86888.95{col 48}{space 1}   -1.43{col 57}{space 3}0.154{col 65}{space 4}  -294131{col 78}{space 3} 46467.45
{txt}{space 18}1997  {c |}{col 25}{res}{space 2}-51044.26{col 37}{space 2} 24393.53{col 48}{space 1}   -2.09{col 57}{space 3}0.036{col 65}{space 4}-98854.69{col 78}{space 3}-3233.821
{txt}{space 18}1998  {c |}{col 25}{res}{space 2}-27570.14{col 37}{space 2}  15307.6{col 48}{space 1}   -1.80{col 57}{space 3}0.072{col 65}{space 4}-57572.47{col 78}{space 3} 2432.199
{txt}{space 18}1999  {c |}{col 25}{res}{space 2}-17780.43{col 37}{space 2} 17084.87{col 48}{space 1}   -1.04{col 57}{space 3}0.298{col 65}{space 4}-51266.17{col 78}{space 3}  15705.3
{txt}{space 18}2000  {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 18}2001  {c |}{col 25}{res}{space 2} 173751.8{col 37}{space 2} 123381.1{col 48}{space 1}    1.41{col 57}{space 3}0.159{col 65}{space 4}-68070.74{col 78}{space 3} 415574.3
{txt}{space 18}2002  {c |}{col 25}{res}{space 2}-65075.32{col 37}{space 2} 110713.2{col 48}{space 1}   -0.59{col 57}{space 3}0.557{col 65}{space 4}-282069.2{col 78}{space 3} 151918.6
{txt}{space 18}2003  {c |}{col 25}{res}{space 2}   326895{col 37}{space 2} 205106.1{col 48}{space 1}    1.59{col 57}{space 3}0.111{col 65}{space 4}-75105.53{col 78}{space 3} 728895.6
{txt}{space 18}2004  {c |}{col 25}{res}{space 2}-18791.01{col 37}{space 2} 84903.15{col 48}{space 1}   -0.22{col 57}{space 3}0.825{col 65}{space 4}-185198.1{col 78}{space 3} 147616.1
{txt}{space 18}2005  {c |}{col 25}{res}{space 2}  99781.1{col 37}{space 2} 108205.1{col 48}{space 1}    0.92{col 57}{space 3}0.356{col 65}{space 4}  -112297{col 78}{space 3} 311859.2
{txt}{space 18}2006  {c |}{col 25}{res}{space 2} 242789.3{col 37}{space 2} 230700.5{col 48}{space 1}    1.05{col 57}{space 3}0.293{col 65}{space 4}-209375.2{col 78}{space 3} 694953.9
{txt}{space 18}2007  {c |}{col 25}{res}{space 2}-162915.3{col 37}{space 2} 117433.6{col 48}{space 1}   -1.39{col 57}{space 3}0.165{col 65}{space 4}  -393081{col 78}{space 3} 67250.46
{txt}{space 18}2008  {c |}{col 25}{res}{space 2}-214990.2{col 37}{space 2} 150173.6{col 48}{space 1}   -1.43{col 57}{space 3}0.152{col 65}{space 4}-509325.1{col 78}{space 3} 79344.68
{txt}{space 23} {c |}
{space 17}agency {c |}
{space 21}2  {c |}{col 25}{res}{space 2} -1581430{col 37}{space 2}  1158684{col 48}{space 1}   -1.36{col 57}{space 3}0.172{col 65}{space 4} -3852409{col 78}{space 3} 689549.4
{txt}{space 21}3  {c |}{col 25}{res}{space 2} -1030687{col 37}{space 2} 963095.4{col 48}{space 1}   -1.07{col 57}{space 3}0.285{col 65}{space 4} -2918320{col 78}{space 3}   856945
{txt}{space 21}7  {c |}{col 25}{res}{space 2}-736243.5{col 37}{space 2} 939307.6{col 48}{space 1}   -0.78{col 57}{space 3}0.433{col 65}{space 4} -2577253{col 78}{space 3}  1104766
{txt}{space 21}8  {c |}{col 25}{res}{space 2} -1463099{col 37}{space 2}  1078440{col 48}{space 1}   -1.36{col 57}{space 3}0.175{col 65}{space 4} -3576802{col 78}{space 3} 650604.9
{txt}{space 21}9  {c |}{col 25}{res}{space 2}-326215.9{col 37}{space 2} 911364.3{col 48}{space 1}   -0.36{col 57}{space 3}0.720{col 65}{space 4} -2112457{col 78}{space 3}  1460025
{txt}{space 20}11  {c |}{col 25}{res}{space 2}-899580.1{col 37}{space 2} 936381.2{col 48}{space 1}   -0.96{col 57}{space 3}0.337{col 65}{space 4} -2734853{col 78}{space 3} 935693.3
{txt}{space 20}12  {c |}{col 25}{res}{space 2}-895395.8{col 37}{space 2} 903384.9{col 48}{space 1}   -0.99{col 57}{space 3}0.322{col 65}{space 4} -2665998{col 78}{space 3} 875206.1
{txt}{space 20}13  {c |}{col 25}{res}{space 2} -1278139{col 37}{space 2}   949738{col 48}{space 1}   -1.35{col 57}{space 3}0.178{col 65}{space 4} -3139592{col 78}{space 3} 583312.7
{txt}{space 20}14  {c |}{col 25}{res}{space 2}-612524.4{col 37}{space 2} 980849.6{col 48}{space 1}   -0.62{col 57}{space 3}0.532{col 65}{space 4} -2534954{col 78}{space 3}  1309906
{txt}{space 20}15  {c |}{col 25}{res}{space 2}-272530.3{col 37}{space 2}   981283{col 48}{space 1}   -0.28{col 57}{space 3}0.781{col 65}{space 4} -2195810{col 78}{space 3}  1650749
{txt}{space 20}16  {c |}{col 25}{res}{space 2} -1573331{col 37}{space 2} 991339.2{col 48}{space 1}   -1.59{col 57}{space 3}0.112{col 65}{space 4} -3516320{col 78}{space 3} 369657.8
{txt}{space 20}17  {c |}{col 25}{res}{space 2}-182677.8{col 37}{space 2}  1342666{col 48}{space 1}   -0.14{col 57}{space 3}0.892{col 65}{space 4} -2814255{col 78}{space 3}  2448899
{txt}{space 20}19  {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (empty)
{space 20}21  {c |}{col 25}{res}{space 2} -1002558{col 37}{space 2} 895544.5{col 48}{space 1}   -1.12{col 57}{space 3}0.263{col 65}{space 4} -2757793{col 78}{space 3} 752676.9
{txt}{space 20}22  {c |}{col 25}{res}{space 2} -1525780{col 37}{space 2}  1026495{col 48}{space 1}   -1.49{col 57}{space 3}0.137{col 65}{space 4} -3537672{col 78}{space 3} 486112.7
{txt}{space 20}24  {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (empty)
{space 20}25  {c |}{col 25}{res}{space 2} -1919307{col 37}{space 2}  1143403{col 48}{space 1}   -1.68{col 57}{space 3}0.093{col 65}{space 4} -4160337{col 78}{space 3} 321722.7
{txt}{space 20}27  {c |}{col 25}{res}{space 2} -1098387{col 37}{space 2} 935990.5{col 48}{space 1}   -1.17{col 57}{space 3}0.241{col 65}{space 4} -2932895{col 78}{space 3} 736120.7
{txt}{space 20}34  {c |}{col 25}{res}{space 2} -1337568{col 37}{space 2} 942176.4{col 48}{space 1}   -1.42{col 57}{space 3}0.156{col 65}{space 4} -3184200{col 78}{space 3} 509063.6
{txt}{space 23} {c |}
{space 18}_cons {c |}{col 25}{res}{space 2}  2616960{col 37}{space 2}  1383331{col 48}{space 1}    1.89{col 57}{space 3}0.059{col 65}{space 4}-94318.29{col 78}{space 3}  5328239
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res}   2115411
                {txt}sigma_e {c |} {res}   2977941
                    {txt}rho {c |} {res} .33537671{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}

{com}. *
. *
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}neg_fed_fu~g{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -54349.6{col 26}{space 2} 31293.76{col 37}{space 1}   -1.74{col 46}{space 3}0.082{col 54}{space 4}-115684.2{col 67}{space 3} 6985.042
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}neg_fed_fu~g{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-42622.37{col 26}{space 2}  26757.8{col 37}{space 1}   -1.59{col 46}{space 3}0.111{col 54}{space 4} -95066.7{col 67}{space 3} 9821.954
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}neg_fed_fu~g{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-17497.89{col 26}{space 2} 23410.63{col 37}{space 1}   -0.75{col 46}{space 3}0.455{col 54}{space 4}-63381.88{col 67}{space 3} 28386.09
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}neg_fed_fu~g{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-83328.51{col 26}{space 2} 51884.13{col 37}{space 1}   -1.61{col 46}{space 3}0.108{col 54}{space 4}-185019.5{col 67}{space 3} 18362.52
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. *** UNCONDITIONAL QUANTILE FIXED EFFECTS REGRESSION MODELS AT VARIOUS QUANTILES OF INTEREST *** 
. 
. * q = 1 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(1)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0106                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0000                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0069                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.4229                        {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                  rif_1{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-22.79637{col 37}{space 2} 10.24278{col 48}{space 1}   -2.23{col 57}{space 3}0.026{col 65}{space 4}-42.89168{col 78}{space 3}-2.701055
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2} 17.00978{col 37}{space 2} 13.55617{col 48}{space 1}    1.25{col 57}{space 3}0.210{col 65}{space 4}-9.586078{col 78}{space 3} 43.60563
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}  63.9827{col 37}{space 2} 10.39559{col 48}{space 1}    6.15{col 57}{space 3}0.000{col 65}{space 4} 43.58758{col 78}{space 3} 84.37782
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2}-36.27104{col 37}{space 2} 13.40721{col 48}{space 1}   -2.71{col 57}{space 3}0.007{col 65}{space 4}-62.57466{col 78}{space 3} -9.96743
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2} 1.85e-09{col 37}{space 2} 1.01e-09{col 48}{space 1}    1.84{col 57}{space 3}0.066{col 65}{space 4}-1.25e-10{col 78}{space 3} 3.82e-09
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2} 44.35698{col 37}{space 2}  27.4626{col 48}{space 1}    1.62{col 57}{space 3}0.107{col 65}{space 4}-9.521913{col 78}{space 3} 98.23587
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2}-26.39652{col 37}{space 2} 13.23974{col 48}{space 1}   -1.99{col 57}{space 3}0.046{col 65}{space 4}-52.37157{col 78}{space 3}-.4214745
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2} 2.428509{col 37}{space 2} 6.377784{col 48}{space 1}    0.38{col 57}{space 3}0.703{col 65}{space 4}-10.08407{col 78}{space 3} 14.94109
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-60.38676{col 37}{space 2} 40.65653{col 48}{space 1}   -1.49{col 57}{space 3}0.138{col 65}{space 4}-140.1508{col 78}{space 3} 19.37732
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-736.0356{col 37}{space 2} 174.8366{col 48}{space 1}   -4.21{col 57}{space 3}0.000{col 65}{space 4}-1079.048{col 78}{space 3}-393.0236
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} -9.84974{col 37}{space 2}  109.402{col 48}{space 1}   -0.09{col 57}{space 3}0.928{col 65}{space 4}-224.4856{col 78}{space 3} 204.7861
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}-161.9624{col 37}{space 2} 119.8519{col 48}{space 1}   -1.35{col 57}{space 3}0.177{col 65}{space 4}-397.0999{col 78}{space 3}  73.1751
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2}-395.3642{col 37}{space 2} 92.89049{col 48}{space 1}   -4.26{col 57}{space 3}0.000{col 65}{space 4}-577.6061{col 78}{space 3}-213.1223
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-264.4901{col 37}{space 2} 105.2188{col 48}{space 1}   -2.51{col 57}{space 3}0.012{col 65}{space 4} -470.919{col 78}{space 3}-58.06122
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-7.194159{col 37}{space 2}  37.6484{col 48}{space 1}   -0.19{col 57}{space 3}0.848{col 65}{space 4}-81.05658{col 78}{space 3} 66.66827
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 19.27629{col 37}{space 2} 44.44948{col 48}{space 1}    0.43{col 57}{space 3}0.665{col 65}{space 4}-67.92919{col 78}{space 3} 106.4818
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-384.6711{col 37}{space 2} 129.9979{col 48}{space 1}   -2.96{col 57}{space 3}0.003{col 65}{space 4}-639.7141{col 78}{space 3}-129.6281
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2} 219.5076{col 37}{space 2} 123.6599{col 48}{space 1}    1.78{col 57}{space 3}0.076{col 65}{space 4}-23.10085{col 78}{space 3} 462.1161
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2} 286.0332{col 37}{space 2} 64.61386{col 48}{space 1}    4.43{col 57}{space 3}0.000{col 65}{space 4} 159.2672{col 78}{space 3} 412.7992
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2} 116.4904{col 37}{space 2} 120.1604{col 48}{space 1}    0.97{col 57}{space 3}0.333{col 65}{space 4}-119.2524{col 78}{space 3} 352.2332
{txt}{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-16.47413{col 37}{space 2} 38.77278{col 48}{space 1}   -0.42{col 57}{space 3}0.671{col 65}{space 4}-92.54248{col 78}{space 3} 59.59423
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2}-23.41488{col 37}{space 2} 41.32354{col 48}{space 1}   -0.57{col 57}{space 3}0.571{col 65}{space 4}-104.4876{col 78}{space 3}  57.6578
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2}-47.05526{col 37}{space 2} 35.90297{col 48}{space 1}   -1.31{col 57}{space 3}0.190{col 65}{space 4}-117.4933{col 78}{space 3} 23.38281
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-330.9795{col 37}{space 2} 222.5434{col 48}{space 1}   -1.49{col 57}{space 3}0.137{col 65}{space 4}-767.5876{col 78}{space 3} 105.6286
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}-439.7499{col 37}{space 2}  340.583{col 48}{space 1}   -1.29{col 57}{space 3}0.197{col 65}{space 4} -1107.94{col 78}{space 3} 228.4401
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-474.2591{col 37}{space 2} 225.4437{col 48}{space 1}   -2.10{col 57}{space 3}0.036{col 65}{space 4}-916.5573{col 78}{space 3}-31.96087
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-472.3241{col 37}{space 2} 189.6016{col 48}{space 1}   -2.49{col 57}{space 3}0.013{col 65}{space 4}-844.3036{col 78}{space 3}-100.3446
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}-492.2838{col 37}{space 2} 196.9537{col 48}{space 1}   -2.50{col 57}{space 3}0.013{col 65}{space 4}-878.6873{col 78}{space 3}-105.8802
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-714.7731{col 37}{space 2} 386.9899{col 48}{space 1}   -1.85{col 57}{space 3}0.065{col 65}{space 4}-1474.009{col 78}{space 3} 44.46277
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2}-511.2048{col 37}{space 2} 194.8702{col 48}{space 1}   -2.62{col 57}{space 3}0.009{col 65}{space 4}-893.5207{col 78}{space 3}-128.8889
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-563.6236{col 37}{space 2} 220.4508{col 48}{space 1}   -2.56{col 57}{space 3}0.011{col 65}{space 4}-996.1262{col 78}{space 3} -131.121
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2}-12.80407{col 37}{space 2} 150.4575{col 48}{space 1}   -0.09{col 57}{space 3}0.932{col 65}{space 4}-307.9867{col 78}{space 3} 282.3786
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2}-346.1429{col 37}{space 2} 59.77309{col 48}{space 1}   -5.79{col 57}{space 3}0.000{col 65}{space 4}-463.4117{col 78}{space 3} -228.874
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 23.56247{col 37}{space 2} 151.9969{col 48}{space 1}    0.16{col 57}{space 3}0.877{col 65}{space 4}-274.6404{col 78}{space 3} 321.7653
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}  15.0415{col 37}{space 2} 157.3391{col 48}{space 1}    0.10{col 57}{space 3}0.924{col 65}{space 4}-293.6423{col 78}{space 3} 323.7253
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2} 27.70569{col 37}{space 2} 137.5232{col 48}{space 1}    0.20{col 57}{space 3}0.840{col 65}{space 4}-242.1012{col 78}{space 3} 297.5126
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2}-7.117291{col 37}{space 2} 136.1983{col 48}{space 1}   -0.05{col 57}{space 3}0.958{col 65}{space 4}-274.3248{col 78}{space 3} 260.0902
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-234.1701{col 37}{space 2} 71.73813{col 48}{space 1}   -3.26{col 57}{space 3}0.001{col 65}{space 4}-374.9132{col 78}{space 3}-93.42702
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2}-232.6585{col 37}{space 2} 56.55979{col 48}{space 1}   -4.11{col 57}{space 3}0.000{col 65}{space 4}-343.6233{col 78}{space 3}-121.6938
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}  -246.38{col 37}{space 2}  232.057{col 48}{space 1}   -1.06{col 57}{space 3}0.289{col 65}{space 4}-701.6529{col 78}{space 3} 208.8929
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 1006.9745
                {txt}sigma_e {c |} {res} 1884.9152
                    {txt}rho {c |} {res} .22203178{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-30.89086{col 26}{space 2} 13.87976{col 37}{space 1}   -2.23{col 46}{space 3}0.026{col 54}{space 4}-58.12157{col 67}{space 3} -3.66014
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 19.37604{col 26}{space 2} 15.44199{col 37}{space 1}    1.25{col 46}{space 3}0.210{col 54}{space 4}-10.91962{col 67}{space 3}  49.6717
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 87.70181{col 26}{space 2} 14.24935{col 37}{space 1}    6.15{col 46}{space 3}0.000{col 54}{space 4} 59.74599{col 67}{space 3} 115.6576
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_1{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-43.59066{col 26}{space 2} 16.11283{col 37}{space 1}   -2.71{col 46}{space 3}0.007{col 54}{space 4}-75.20242{col 67}{space 3}-11.97889
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. * q = 10 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0182                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0052                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0231                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1099                        {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_10{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-353.1134{col 37}{space 2} 154.6871{col 48}{space 1}   -2.28{col 57}{space 3}0.023{col 65}{space 4}-656.5941{col 78}{space 3}-49.63274
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-90.48418{col 37}{space 2} 213.1489{col 48}{space 1}   -0.42{col 57}{space 3}0.671{col 65}{space 4}-508.6611{col 78}{space 3} 327.6928
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}  242.747{col 37}{space 2} 141.7285{col 48}{space 1}    1.71{col 57}{space 3}0.087{col 65}{space 4}-35.31023{col 78}{space 3} 520.8041
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2} -80.0217{col 37}{space 2} 183.4176{col 48}{space 1}   -0.44{col 57}{space 3}0.663{col 65}{space 4}-439.8689{col 78}{space 3} 279.8255
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2}-2.59e-10{col 37}{space 2} 2.83e-09{col 48}{space 1}   -0.09{col 57}{space 3}0.927{col 65}{space 4}-5.80e-09{col 78}{space 3} 5.29e-09
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2} 356.5053{col 37}{space 2} 255.2933{col 48}{space 1}    1.40{col 57}{space 3}0.163{col 65}{space 4} -144.355{col 78}{space 3} 857.3655
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2}-188.4853{col 37}{space 2} 53.91511{col 48}{space 1}   -3.50{col 57}{space 3}0.000{col 65}{space 4}-294.2614{col 78}{space 3}-82.70916
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2}-22.11033{col 37}{space 2} 21.39611{col 48}{space 1}   -1.03{col 57}{space 3}0.302{col 65}{space 4}-64.08738{col 78}{space 3} 19.86672
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2} -627.892{col 37}{space 2} 366.7675{col 48}{space 1}   -1.71{col 57}{space 3}0.087{col 65}{space 4}-1347.453{col 78}{space 3} 91.66941
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-2494.475{col 37}{space 2} 615.7192{col 48}{space 1}   -4.05{col 57}{space 3}0.000{col 65}{space 4}-3702.455{col 78}{space 3}-1286.495
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} 58.37207{col 37}{space 2} 493.7547{col 48}{space 1}    0.12{col 57}{space 3}0.906{col 65}{space 4}-910.3257{col 78}{space 3}  1027.07
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}-670.3015{col 37}{space 2} 330.7686{col 48}{space 1}   -2.03{col 57}{space 3}0.043{col 65}{space 4}-1319.237{col 78}{space 3}-21.36639
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2}   -439.2{col 37}{space 2} 679.0085{col 48}{space 1}   -0.65{col 57}{space 3}0.518{col 65}{space 4}-1771.347{col 78}{space 3} 892.9473
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-753.3514{col 37}{space 2} 193.1314{col 48}{space 1}   -3.90{col 57}{space 3}0.000{col 65}{space 4}-1132.256{col 78}{space 3}-374.4469
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-147.5119{col 37}{space 2} 194.7834{col 48}{space 1}   -0.76{col 57}{space 3}0.449{col 65}{space 4}-529.6576{col 78}{space 3} 234.6338
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 418.0078{col 37}{space 2}  154.409{col 48}{space 1}    2.71{col 57}{space 3}0.007{col 65}{space 4} 115.0726{col 78}{space 3}  720.943
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-630.0432{col 37}{space 2} 133.7584{col 48}{space 1}   -4.71{col 57}{space 3}0.000{col 65}{space 4}-892.4639{col 78}{space 3}-367.6225
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2} 1959.978{col 37}{space 2}   1469.4{col 48}{space 1}    1.33{col 57}{space 3}0.182{col 65}{space 4}-922.8383{col 78}{space 3} 4842.794
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2}-1264.202{col 37}{space 2} 218.3971{col 48}{space 1}   -5.79{col 57}{space 3}0.000{col 65}{space 4}-1692.676{col 78}{space 3}-835.7287
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}-1410.462{col 37}{space 2} 527.2134{col 48}{space 1}   -2.68{col 57}{space 3}0.008{col 65}{space 4}-2444.802{col 78}{space 3}-376.1212
{txt}{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-131.1695{col 37}{space 2} 208.8276{col 48}{space 1}   -0.63{col 57}{space 3}0.530{col 65}{space 4}-540.8686{col 78}{space 3} 278.5295
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2}-238.3412{col 37}{space 2} 225.6884{col 48}{space 1}   -1.06{col 57}{space 3}0.291{col 65}{space 4}-681.1194{col 78}{space 3} 204.4371
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2}-130.4974{col 37}{space 2} 298.1864{col 48}{space 1}   -0.44{col 57}{space 3}0.662{col 65}{space 4}-715.5096{col 78}{space 3} 454.5147
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-935.7338{col 37}{space 2} 283.3249{col 48}{space 1}   -3.30{col 57}{space 3}0.001{col 65}{space 4}-1491.589{col 78}{space 3}-379.8783
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}-441.9396{col 37}{space 2} 345.2137{col 48}{space 1}   -1.28{col 57}{space 3}0.201{col 65}{space 4}-1119.215{col 78}{space 3} 235.3353
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-1066.759{col 37}{space 2} 380.4591{col 48}{space 1}   -2.80{col 57}{space 3}0.005{col 65}{space 4}-1813.182{col 78}{space 3}-320.3364
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-1096.015{col 37}{space 2} 358.0063{col 48}{space 1}   -3.06{col 57}{space 3}0.002{col 65}{space 4}-1798.387{col 78}{space 3}-393.6417
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}-1113.218{col 37}{space 2} 459.8227{col 48}{space 1}   -2.42{col 57}{space 3}0.016{col 65}{space 4}-2015.345{col 78}{space 3}-211.0914
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-2494.203{col 37}{space 2} 1325.392{col 48}{space 1}   -1.88{col 57}{space 3}0.060{col 65}{space 4}-5094.491{col 78}{space 3} 106.0847
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2} -1278.24{col 37}{space 2} 438.2249{col 48}{space 1}   -2.92{col 57}{space 3}0.004{col 65}{space 4}-2137.994{col 78}{space 3}-418.4866
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-1556.535{col 37}{space 2} 650.8131{col 48}{space 1}   -2.39{col 57}{space 3}0.017{col 65}{space 4}-2833.366{col 78}{space 3}-279.7046
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2}-149.8616{col 37}{space 2} 172.4193{col 48}{space 1}   -0.87{col 57}{space 3}0.385{col 65}{space 4}-488.1312{col 78}{space 3}  188.408
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2}-874.9581{col 37}{space 2}  224.915{col 48}{space 1}   -3.89{col 57}{space 3}0.000{col 65}{space 4}-1316.219{col 78}{space 3}-433.6971
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 271.1935{col 37}{space 2} 260.2422{col 48}{space 1}    1.04{col 57}{space 3}0.298{col 65}{space 4}-239.3759{col 78}{space 3} 781.7629
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}-89.32322{col 37}{space 2} 334.5226{col 48}{space 1}   -0.27{col 57}{space 3}0.790{col 65}{space 4}-745.6234{col 78}{space 3} 566.9769
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2}-161.1381{col 37}{space 2} 243.7518{col 48}{space 1}   -0.66{col 57}{space 3}0.509{col 65}{space 4}-639.3549{col 78}{space 3} 317.0788
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2}-405.5615{col 37}{space 2} 277.0045{col 48}{space 1}   -1.46{col 57}{space 3}0.143{col 65}{space 4}-949.0168{col 78}{space 3} 137.8937
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-1317.914{col 37}{space 2} 268.4055{col 48}{space 1}   -4.91{col 57}{space 3}0.000{col 65}{space 4}-1844.499{col 78}{space 3}-791.3293
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2}-870.4767{col 37}{space 2} 390.3788{col 48}{space 1}   -2.23{col 57}{space 3}0.026{col 65}{space 4}-1636.361{col 78}{space 3}-104.5923
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-451.4177{col 37}{space 2}  2095.82{col 48}{space 1}   -0.22{col 57}{space 3}0.829{col 65}{space 4}-4563.208{col 78}{space 3} 3660.373
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 2696.8588
                {txt}sigma_e {c |} {res} 5098.4946
                    {txt}rho {c |} {res} .21862192{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-478.4962{col 26}{space 2}  209.613{col 37}{space 1}   -2.28{col 46}{space 3}0.023{col 54}{space 4}-889.7362{col 67}{space 3}-67.25624
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-103.0716{col 26}{space 2} 242.8004{col 37}{space 1}   -0.42{col 46}{space 3}0.671{col 54}{space 4} -579.422{col 67}{space 3} 373.2788
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  332.736{col 26}{space 2} 194.2688{col 37}{space 1}    1.71{col 46}{space 3}0.087{col 54}{space 4}-48.40012{col 67}{space 3} 713.8721
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-96.17033{col 26}{space 2} 220.4319{col 37}{space 1}   -0.44{col 46}{space 3}0.663{col 54}{space 4}-528.6359{col 67}{space 3} 336.2952
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. 
. * q = 25 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0342                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0243                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0825                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.1016                         {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_25{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-716.2211{col 37}{space 2}  237.637{col 48}{space 1}   -3.01{col 57}{space 3}0.003{col 65}{space 4}-1182.441{col 78}{space 3}-250.0008
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2} 14.47308{col 37}{space 2} 193.6809{col 48}{space 1}    0.07{col 57}{space 3}0.940{col 65}{space 4}-365.5096{col 78}{space 3} 394.4558
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}  302.182{col 37}{space 2} 149.6142{col 48}{space 1}    2.02{col 57}{space 3}0.044{col 65}{space 4}  8.65376{col 78}{space 3} 595.7102
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2} 43.52586{col 37}{space 2} 220.4193{col 48}{space 1}    0.20{col 57}{space 3}0.843{col 65}{space 4} -388.915{col 78}{space 3} 475.9667
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2}-2.06e-08{col 37}{space 2} 6.25e-09{col 48}{space 1}   -3.29{col 57}{space 3}0.001{col 65}{space 4}-3.29e-08{col 78}{space 3}-8.34e-09
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2} 472.5845{col 37}{space 2} 343.2641{col 48}{space 1}    1.38{col 57}{space 3}0.169{col 65}{space 4}-200.8657{col 78}{space 3} 1146.035
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2} -343.698{col 37}{space 2}  125.237{col 48}{space 1}   -2.74{col 57}{space 3}0.006{col 65}{space 4}-589.4005{col 78}{space 3}-97.99551
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2} -20.8234{col 37}{space 2} 23.02596{col 48}{space 1}   -0.90{col 57}{space 3}0.366{col 65}{space 4}-65.99804{col 78}{space 3} 24.35124
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-1107.599{col 37}{space 2}  714.691{col 48}{space 1}   -1.55{col 57}{space 3}0.121{col 65}{space 4}-2509.751{col 78}{space 3} 294.5542
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-2531.833{col 37}{space 2} 624.0356{col 48}{space 1}   -4.06{col 57}{space 3}0.000{col 65}{space 4}-3756.129{col 78}{space 3}-1307.537
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} 314.9435{col 37}{space 2} 886.0845{col 48}{space 1}    0.36{col 57}{space 3}0.722{col 65}{space 4}-1423.466{col 78}{space 3} 2053.353
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}-1067.641{col 37}{space 2} 586.7524{col 48}{space 1}   -1.82{col 57}{space 3}0.069{col 65}{space 4}-2218.791{col 78}{space 3} 83.50864
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2}-1061.374{col 37}{space 2} 849.3773{col 48}{space 1}   -1.25{col 57}{space 3}0.212{col 65}{space 4}-2727.768{col 78}{space 3} 605.0201
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-1338.983{col 37}{space 2} 450.1887{col 48}{space 1}   -2.97{col 57}{space 3}0.003{col 65}{space 4}-2222.209{col 78}{space 3}-455.7572
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-81.63837{col 37}{space 2} 304.6804{col 48}{space 1}   -0.27{col 57}{space 3}0.789{col 65}{space 4}-679.3911{col 78}{space 3} 516.1143
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 1145.288{col 37}{space 2} 390.8577{col 48}{space 1}    2.93{col 57}{space 3}0.003{col 65}{space 4} 378.4635{col 78}{space 3} 1912.112
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-439.2912{col 37}{space 2} 119.8184{col 48}{space 1}   -3.67{col 57}{space 3}0.000{col 65}{space 4}-674.3629{col 78}{space 3}-204.2194
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum3 {c |}{col 25}{res}{space 2}-1895.143{col 37}{space 2} 1682.242{col 48}{space 1}   -1.13{col 57}{space 3}0.260{col 65}{space 4}-5195.535{col 78}{space 3}  1405.25
{txt}{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2} 508.3567{col 37}{space 2} 719.5081{col 48}{space 1}    0.71{col 57}{space 3}0.480{col 65}{space 4}-903.2467{col 78}{space 3}  1919.96
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2} 5570.024{col 37}{space 2} 600.8501{col 48}{space 1}    9.27{col 57}{space 3}0.000{col 65}{space 4} 4391.216{col 78}{space 3} 6748.832
{txt}{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-152.7748{col 37}{space 2} 433.0743{col 48}{space 1}   -0.35{col 57}{space 3}0.724{col 65}{space 4}-1002.424{col 78}{space 3} 696.8741
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2} -400.772{col 37}{space 2} 446.8022{col 48}{space 1}   -0.90{col 57}{space 3}0.370{col 65}{space 4}-1277.354{col 78}{space 3} 475.8096
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2} 58.78789{col 37}{space 2} 551.2472{col 48}{space 1}    0.11{col 57}{space 3}0.915{col 65}{space 4}-1022.705{col 78}{space 3}  1140.28
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-1440.257{col 37}{space 2} 477.5231{col 48}{space 1}   -3.02{col 57}{space 3}0.003{col 65}{space 4} -2377.11{col 78}{space 3}-503.4039
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}-370.1424{col 37}{space 2} 267.7285{col 48}{space 1}   -1.38{col 57}{space 3}0.167{col 65}{space 4}-895.3992{col 78}{space 3} 155.1143
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-2031.054{col 37}{space 2} 925.0043{col 48}{space 1}   -2.20{col 57}{space 3}0.028{col 65}{space 4} -3845.82{col 78}{space 3}-216.2868
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-1907.218{col 37}{space 2} 851.1141{col 48}{space 1}   -2.24{col 57}{space 3}0.025{col 65}{space 4} -3577.02{col 78}{space 3}-237.4167
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}-1854.366{col 37}{space 2} 918.2942{col 48}{space 1}   -2.02{col 57}{space 3}0.044{col 65}{space 4}-3655.968{col 78}{space 3}-52.76393
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-3516.581{col 37}{space 2} 1804.553{col 48}{space 1}   -1.95{col 57}{space 3}0.052{col 65}{space 4}-7056.936{col 78}{space 3}  23.7733
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2}-2046.351{col 37}{space 2} 825.0039{col 48}{space 1}   -2.48{col 57}{space 3}0.013{col 65}{space 4}-3664.927{col 78}{space 3}-427.7751
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-2999.489{col 37}{space 2} 1579.388{col 48}{space 1}   -1.90{col 57}{space 3}0.058{col 65}{space 4}-6098.092{col 78}{space 3} 99.11354
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2}-1009.391{col 37}{space 2} 524.9695{col 48}{space 1}   -1.92{col 57}{space 3}0.055{col 65}{space 4}-2039.329{col 78}{space 3} 20.54746
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2}-1577.985{col 37}{space 2} 414.1999{col 48}{space 1}   -3.81{col 57}{space 3}0.000{col 65}{space 4}-2390.605{col 78}{space 3}-765.3663
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 552.4119{col 37}{space 2} 477.8441{col 48}{space 1}    1.16{col 57}{space 3}0.248{col 65}{space 4}-385.0709{col 78}{space 3} 1489.895
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}  -233.04{col 37}{space 2} 592.6305{col 48}{space 1}   -0.39{col 57}{space 3}0.694{col 65}{space 4}-1395.722{col 78}{space 3} 929.6423
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2}-625.1525{col 37}{space 2} 428.0447{col 48}{space 1}   -1.46{col 57}{space 3}0.144{col 65}{space 4}-1464.934{col 78}{space 3} 214.6287
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2}-980.6572{col 37}{space 2} 432.6603{col 48}{space 1}   -2.27{col 57}{space 3}0.024{col 65}{space 4}-1829.494{col 78}{space 3}-131.8207
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-2684.852{col 37}{space 2} 343.3207{col 48}{space 1}   -7.82{col 57}{space 3}0.000{col 65}{space 4}-3358.413{col 78}{space 3}-2011.291
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2}-2065.936{col 37}{space 2} 485.9534{col 48}{space 1}   -4.25{col 57}{space 3}0.000{col 65}{space 4}-3019.328{col 78}{space 3}-1112.544
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} 745.9889{col 37}{space 2} 2736.166{col 48}{space 1}    0.27{col 57}{space 3}0.785{col 65}{space 4}-4622.098{col 78}{space 3} 6114.076
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 3611.1828
                {txt}sigma_e {c |} {res} 6495.6852
                    {txt}rho {c |} {res} .23609566{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-970.5354{col 26}{space 2} 322.0167{col 37}{space 1}   -3.01{col 46}{space 3}0.003{col 54}{space 4}  -1602.3{col 67}{space 3}-338.7706
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 16.48645{col 26}{space 2} 220.6242{col 37}{space 1}    0.07{col 46}{space 3}0.940{col 54}{space 4}-416.3564{col 67}{space 3} 449.3293
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 414.2042{col 26}{space 2} 205.0778{col 37}{space 1}    2.02{col 46}{space 3}0.044{col 54}{space 4} 11.86181{col 67}{space 3} 816.5466
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 52.30952{col 26}{space 2} 264.9006{col 37}{space 1}    0.20{col 46}{space 3}0.843{col 54}{space 4}-467.3992{col 67}{space 3} 572.0183
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. 
. *q = 50 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0303                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0223                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.1213                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.3221                         {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_50{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-3357.763{col 37}{space 2} 1193.668{col 48}{space 1}   -2.81{col 57}{space 3}0.005{col 65}{space 4}-5699.621{col 78}{space 3}-1015.906
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-663.4787{col 37}{space 2} 533.5459{col 48}{space 1}   -1.24{col 57}{space 3}0.214{col 65}{space 4}-1710.243{col 78}{space 3} 383.2853
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2} 777.3173{col 37}{space 2} 694.5854{col 48}{space 1}    1.12{col 57}{space 3}0.263{col 65}{space 4}-585.3904{col 78}{space 3} 2140.025
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2}-724.2262{col 37}{space 2} 844.0382{col 48}{space 1}   -0.86{col 57}{space 3}0.391{col 65}{space 4}-2380.145{col 78}{space 3}  931.693
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2}-8.95e-08{col 37}{space 2} 3.68e-08{col 48}{space 1}   -2.43{col 57}{space 3}0.015{col 65}{space 4}-1.62e-07{col 78}{space 3}-1.73e-08
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2}-701.8533{col 37}{space 2} 1124.269{col 48}{space 1}   -0.62{col 57}{space 3}0.533{col 65}{space 4}-2907.557{col 78}{space 3}  1503.85
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2}-1121.838{col 37}{space 2} 704.6631{col 48}{space 1}   -1.59{col 57}{space 3}0.112{col 65}{space 4}-2504.317{col 78}{space 3} 260.6416
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2}-46.83222{col 37}{space 2} 76.05247{col 48}{space 1}   -0.62{col 57}{space 3}0.538{col 65}{space 4}-196.0396{col 78}{space 3} 102.3752
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-3319.461{col 37}{space 2} 2021.704{col 48}{space 1}   -1.64{col 57}{space 3}0.101{col 65}{space 4}-7285.844{col 78}{space 3} 646.9227
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-6901.754{col 37}{space 2} 1716.034{col 48}{space 1}   -4.02{col 57}{space 3}0.000{col 65}{space 4}-10268.44{col 78}{space 3}-3535.065
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} 2485.484{col 37}{space 2} 3711.997{col 48}{space 1}    0.67{col 57}{space 3}0.503{col 65}{space 4}-4797.085{col 78}{space 3} 9768.053
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}-4326.468{col 37}{space 2} 1722.889{col 48}{space 1}   -2.51{col 57}{space 3}0.012{col 65}{space 4}-7706.606{col 78}{space 3}-946.3299
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2} 1744.303{col 37}{space 2} 2761.643{col 48}{space 1}    0.63{col 57}{space 3}0.528{col 65}{space 4}-3673.767{col 78}{space 3} 7162.374
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-4786.439{col 37}{space 2}  1553.57{col 48}{space 1}   -3.08{col 57}{space 3}0.002{col 65}{space 4}-7834.389{col 78}{space 3} -1738.49
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-292.3497{col 37}{space 2}  985.739{col 48}{space 1}   -0.30{col 57}{space 3}0.767{col 65}{space 4}-2226.272{col 78}{space 3} 1641.572
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2}  8127.22{col 37}{space 2} 1606.566{col 48}{space 1}    5.06{col 57}{space 3}0.000{col 65}{space 4} 4975.298{col 78}{space 3} 11279.14
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-1384.787{col 37}{space 2} 756.1343{col 48}{space 1}   -1.83{col 57}{space 3}0.067{col 65}{space 4}-2868.247{col 78}{space 3} 98.67374
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2}-5641.331{col 37}{space 2} 7374.492{col 48}{space 1}   -0.76{col 57}{space 3}0.444{col 65}{space 4}-20109.35{col 78}{space 3} 8826.691
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2} 13313.15{col 37}{space 2} 2490.779{col 48}{space 1}    5.34{col 57}{space 3}0.000{col 65}{space 4} 8426.494{col 78}{space 3} 18199.82
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2} 36299.17{col 37}{space 2} 3179.028{col 48}{space 1}   11.42{col 57}{space 3}0.000{col 65}{space 4} 30062.23{col 78}{space 3}  42536.1
{txt}{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-1513.896{col 37}{space 2} 1588.902{col 48}{space 1}   -0.95{col 57}{space 3}0.341{col 65}{space 4}-4631.164{col 78}{space 3} 1603.372
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2}-2409.235{col 37}{space 2} 1880.161{col 48}{space 1}   -1.28{col 57}{space 3}0.200{col 65}{space 4}-6097.925{col 78}{space 3} 1279.455
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2}-124.6084{col 37}{space 2} 1768.568{col 48}{space 1}   -0.07{col 57}{space 3}0.944{col 65}{space 4}-3594.363{col 78}{space 3} 3345.146
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-5611.977{col 37}{space 2} 1549.694{col 48}{space 1}   -3.62{col 57}{space 3}0.000{col 65}{space 4}-8652.322{col 78}{space 3}-2571.631
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}-1055.231{col 37}{space 2} 504.6518{col 48}{space 1}   -2.09{col 57}{space 3}0.037{col 65}{space 4}-2045.308{col 78}{space 3} -65.1543
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-6185.159{col 37}{space 2}  2301.54{col 48}{space 1}   -2.69{col 57}{space 3}0.007{col 65}{space 4}-10700.55{col 78}{space 3}-1669.766
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-6067.207{col 37}{space 2} 2037.452{col 48}{space 1}   -2.98{col 57}{space 3}0.003{col 65}{space 4}-10064.49{col 78}{space 3}-2069.928
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}-6589.642{col 37}{space 2} 2963.801{col 48}{space 1}   -2.22{col 57}{space 3}0.026{col 65}{space 4}-12404.33{col 78}{space 3} -774.958
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-9983.808{col 37}{space 2} 4972.109{col 48}{space 1}   -2.01{col 57}{space 3}0.045{col 65}{space 4}-19738.59{col 78}{space 3}-229.0226
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2}  -5743.2{col 37}{space 2} 2805.877{col 48}{space 1}   -2.05{col 57}{space 3}0.041{col 65}{space 4}-11248.05{col 78}{space 3}-238.3481
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-9769.509{col 37}{space 2} 5488.041{col 48}{space 1}   -1.78{col 57}{space 3}0.075{col 65}{space 4} -20536.5{col 78}{space 3} 997.4832
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2}-2684.785{col 37}{space 2} 3153.982{col 48}{space 1}   -0.85{col 57}{space 3}0.395{col 65}{space 4}-8872.585{col 78}{space 3} 3503.015
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2}-4558.188{col 37}{space 2} 2467.483{col 48}{space 1}   -1.85{col 57}{space 3}0.065{col 65}{space 4}-9399.144{col 78}{space 3} 282.7688
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 1996.678{col 37}{space 2} 1867.492{col 48}{space 1}    1.07{col 57}{space 3}0.285{col 65}{space 4}-1667.157{col 78}{space 3} 5660.513
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}-2262.058{col 37}{space 2} 2077.369{col 48}{space 1}   -1.09{col 57}{space 3}0.276{col 65}{space 4} -6337.65{col 78}{space 3} 1813.533
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2}-2274.427{col 37}{space 2} 1934.436{col 48}{space 1}   -1.18{col 57}{space 3}0.240{col 65}{space 4}-6069.598{col 78}{space 3} 1520.744
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2}-2503.451{col 37}{space 2} 2002.439{col 48}{space 1}   -1.25{col 57}{space 3}0.211{col 65}{space 4}-6432.037{col 78}{space 3} 1425.135
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-9629.175{col 37}{space 2} 1655.383{col 48}{space 1}   -5.82{col 57}{space 3}0.000{col 65}{space 4}-12876.87{col 78}{space 3}-6381.478
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2}-8379.201{col 37}{space 2}  1947.16{col 48}{space 1}   -4.30{col 57}{space 3}0.000{col 65}{space 4}-12199.34{col 78}{space 3}-4559.066
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}  28837.1{col 37}{space 2} 8808.245{col 48}{space 1}    3.27{col 57}{space 3}0.001{col 65}{space 4}  11556.2{col 78}{space 3} 46118.01
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 18107.388
                {txt}sigma_e {c |} {res} 24324.814
                    {txt}rho {c |} {res} .35655365{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-4550.031{col 26}{space 2} 1617.513{col 37}{space 1}   -2.81{col 46}{space 3}0.005{col 54}{space 4} -7723.43{col 67}{space 3}-1376.631
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-755.7766{col 26}{space 2} 607.7685{col 37}{space 1}   -1.24{col 46}{space 3}0.214{col 54}{space 4}-1948.158{col 67}{space 3} 436.6049
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1065.477{col 26}{space 2}  952.076{col 37}{space 1}    1.12{col 46}{space 3}0.263{col 54}{space 4}-802.4012{col 67}{space 3} 2933.356
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-870.3773{col 26}{space 2} 1014.368{col 37}{space 1}   -0.86{col 46}{space 3}0.391{col 54}{space 4}-2860.466{col 67}{space 3} 1119.712
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. * q = 75*
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0169                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0015                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0069                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.4410                        {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_75{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-19472.72{col 37}{space 2} 8353.656{col 48}{space 1}   -2.33{col 57}{space 3}0.020{col 65}{space 4}-35861.76{col 78}{space 3}-3083.672
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-7689.023{col 37}{space 2}  3772.47{col 48}{space 1}   -2.04{col 57}{space 3}0.042{col 65}{space 4}-15090.23{col 78}{space 3}-287.8111
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2} 625.2584{col 37}{space 2} 5006.836{col 48}{space 1}    0.12{col 57}{space 3}0.901{col 65}{space 4}-9197.657{col 78}{space 3} 10448.17
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2}-12963.11{col 37}{space 2}  7105.35{col 48}{space 1}   -1.82{col 57}{space 3}0.068{col 65}{space 4} -26903.1{col 78}{space 3} 976.8801
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2} 1.62e-07{col 37}{space 2} 3.61e-07{col 48}{space 1}    0.45{col 57}{space 3}0.654{col 65}{space 4}-5.46e-07{col 78}{space 3} 8.70e-07
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2}-22639.37{col 37}{space 2} 11814.81{col 48}{space 1}   -1.92{col 57}{space 3}0.056{col 65}{space 4}-45818.87{col 78}{space 3}  540.118
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2}-4202.459{col 37}{space 2} 2862.266{col 48}{space 1}   -1.47{col 57}{space 3}0.142{col 65}{space 4}-9817.941{col 78}{space 3} 1413.022
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2}-438.4631{col 37}{space 2} 426.3346{col 48}{space 1}   -1.03{col 57}{space 3}0.304{col 65}{space 4}-1274.889{col 78}{space 3} 397.9631
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-21185.26{col 37}{space 2} 7705.084{col 48}{space 1}   -2.75{col 57}{space 3}0.006{col 65}{space 4}-36301.87{col 78}{space 3}-6068.654
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-44661.94{col 37}{space 2}  10102.4{col 48}{space 1}   -4.42{col 57}{space 3}0.000{col 65}{space 4}-64481.85{col 78}{space 3}-24842.03
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} 18049.55{col 37}{space 2} 28211.02{col 48}{space 1}    0.64{col 57}{space 3}0.522{col 65}{space 4}-37297.66{col 78}{space 3} 73396.77
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}-37441.82{col 37}{space 2} 7367.672{col 48}{space 1}   -5.08{col 57}{space 3}0.000{col 65}{space 4}-51896.47{col 78}{space 3}-22987.18
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2} 119850.2{col 37}{space 2}  35330.4{col 48}{space 1}    3.39{col 57}{space 3}0.001{col 65}{space 4} 50535.48{col 78}{space 3}   189165
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-32024.88{col 37}{space 2} 13857.48{col 48}{space 1}   -2.31{col 57}{space 3}0.021{col 65}{space 4}-59211.89{col 78}{space 3}-4837.872
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-1779.591{col 37}{space 2} 6522.826{col 48}{space 1}   -0.27{col 57}{space 3}0.785{col 65}{space 4}-14576.73{col 78}{space 3} 11017.55
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 65086.49{col 37}{space 2} 13780.53{col 48}{space 1}    4.72{col 57}{space 3}0.000{col 65}{space 4} 38050.46{col 78}{space 3} 92122.51
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-14365.22{col 37}{space 2} 6781.175{col 48}{space 1}   -2.12{col 57}{space 3}0.034{col 65}{space 4}-27669.22{col 78}{space 3}-1061.229
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2}-149452.3{col 37}{space 2} 54924.65{col 48}{space 1}   -2.72{col 57}{space 3}0.007{col 65}{space 4}  -257209{col 78}{space 3}-41695.55
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2}-268098.7{col 37}{space 2} 34757.15{col 48}{space 1}   -7.71{col 57}{space 3}0.000{col 65}{space 4}-336288.7{col 78}{space 3}-199908.6
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}-411594.4{col 37}{space 2} 38697.62{col 48}{space 1}  -10.64{col 57}{space 3}0.000{col 65}{space 4}-487515.3{col 78}{space 3}-335673.5
{txt}{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-2477.556{col 37}{space 2} 9650.373{col 48}{space 1}   -0.26{col 57}{space 3}0.797{col 65}{space 4}-21410.63{col 78}{space 3} 16455.52
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2}-6232.979{col 37}{space 2} 11253.14{col 48}{space 1}   -0.55{col 57}{space 3}0.580{col 65}{space 4}-28310.53{col 78}{space 3} 15844.57
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2} 3024.922{col 37}{space 2} 10093.62{col 48}{space 1}    0.30{col 57}{space 3}0.764{col 65}{space 4}-16777.75{col 78}{space 3}  22827.6
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-45263.02{col 37}{space 2} 15815.13{col 48}{space 1}   -2.86{col 57}{space 3}0.004{col 65}{space 4}-76290.74{col 78}{space 3} -14235.3
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2} 2187.272{col 37}{space 2} 6034.042{col 48}{space 1}    0.36{col 57}{space 3}0.717{col 65}{space 4}-9650.919{col 78}{space 3} 14025.46
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-34102.27{col 37}{space 2}  13065.5{col 48}{space 1}   -2.61{col 57}{space 3}0.009{col 65}{space 4}-59735.49{col 78}{space 3}-8469.045
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-40736.92{col 37}{space 2} 14348.49{col 48}{space 1}   -2.84{col 57}{space 3}0.005{col 65}{space 4}-68887.23{col 78}{space 3}-12586.61
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}-34566.38{col 37}{space 2} 15137.56{col 48}{space 1}   -2.28{col 57}{space 3}0.023{col 65}{space 4}-64264.76{col 78}{space 3}-4867.989
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-42840.91{col 37}{space 2} 21216.63{col 48}{space 1}   -2.02{col 57}{space 3}0.044{col 65}{space 4}-84465.83{col 78}{space 3}-1215.993
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2}-24470.86{col 37}{space 2} 16856.32{col 48}{space 1}   -1.45{col 57}{space 3}0.147{col 65}{space 4}-57541.29{col 78}{space 3} 8599.559
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-40597.19{col 37}{space 2}  26205.6{col 48}{space 1}   -1.55{col 57}{space 3}0.122{col 65}{space 4}-92009.97{col 78}{space 3}  10815.6
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2} 24189.27{col 37}{space 2} 28972.26{col 48}{space 1}    0.83{col 57}{space 3}0.404{col 65}{space 4}-32651.43{col 78}{space 3} 81029.97
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2}  1831.06{col 37}{space 2} 29499.71{col 48}{space 1}    0.06{col 57}{space 3}0.951{col 65}{space 4}-56044.45{col 78}{space 3} 59706.57
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 39254.12{col 37}{space 2} 23307.52{col 48}{space 1}    1.68{col 57}{space 3}0.092{col 65}{space 4}-6472.921{col 78}{space 3} 84981.16
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}-7897.455{col 37}{space 2} 16133.25{col 48}{space 1}   -0.49{col 57}{space 3}0.625{col 65}{space 4} -39549.3{col 78}{space 3} 23754.39
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2} 3269.617{col 37}{space 2} 21505.09{col 48}{space 1}    0.15{col 57}{space 3}0.879{col 65}{space 4}-38921.24{col 78}{space 3} 45460.48
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2} 2723.407{col 37}{space 2}  19082.3{col 48}{space 1}    0.14{col 57}{space 3}0.887{col 65}{space 4}-34714.18{col 78}{space 3} 40160.99
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-52785.66{col 37}{space 2}  17822.3{col 48}{space 1}   -2.96{col 57}{space 3}0.003{col 65}{space 4}-87751.23{col 78}{space 3}-17820.08
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2} -60186.6{col 37}{space 2} 21136.07{col 48}{space 1}   -2.85{col 57}{space 3}0.004{col 65}{space 4}-101653.5{col 78}{space 3}-18719.72
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} 371558.4{col 37}{space 2}   113722{col 48}{space 1}    3.27{col 57}{space 3}0.001{col 65}{space 4}   148447{col 78}{space 3} 594669.7
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 205564.85
                {txt}sigma_e {c |} {res}    186816
                    {txt}rho {c |} {res} .54767342{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-26387.05{col 26}{space 2} 11319.86{col 37}{space 1}   -2.33{col 46}{space 3}0.020{col 54}{space 4}-48595.48{col 67}{space 3}-4178.616
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-8758.658{col 26}{space 2} 4297.266{col 37}{space 1}   -2.04{col 46}{space 3}0.042{col 54}{space 4}-17189.47{col 67}{space 3}-327.8491
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 857.0487{col 26}{space 2} 6862.926{col 37}{space 1}    0.12{col 46}{space 3}0.901{col 54}{space 4}-12607.33{col 67}{space 3} 14321.43
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-15579.11{col 26}{space 2} 8539.232{col 37}{space 1}   -1.82{col 46}{space 3}0.068{col 54}{space 4}-32332.24{col 67}{space 3} 1174.018
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. 
. *q = 90 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0166                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0039                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0019                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.6694                        {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_90{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2} -92567.9{col 37}{space 2} 30356.83{col 48}{space 1}   -3.05{col 57}{space 3}0.002{col 65}{space 4}  -152125{col 78}{space 3}-33010.82
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-33001.13{col 37}{space 2}  25710.4{col 48}{space 1}   -1.28{col 57}{space 3}0.200{col 65}{space 4}-83442.38{col 78}{space 3} 17440.11
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}-5544.101{col 37}{space 2} 26987.89{col 48}{space 1}   -0.21{col 57}{space 3}0.837{col 65}{space 4}-58491.67{col 78}{space 3} 47403.47
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2}-110585.7{col 37}{space 2} 57544.03{col 48}{space 1}   -1.92{col 57}{space 3}0.055{col 65}{space 4}-223481.4{col 78}{space 3} 2309.973
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2} 2.32e-06{col 37}{space 2} 2.59e-06{col 48}{space 1}    0.90{col 57}{space 3}0.371{col 65}{space 4}-2.76e-06{col 78}{space 3} 7.39e-06
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2}-191461.8{col 37}{space 2} 97306.02{col 48}{space 1}   -1.97{col 57}{space 3}0.049{col 65}{space 4}-382366.6{col 78}{space 3}-557.0455
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2}-9894.359{col 37}{space 2} 6658.259{col 48}{space 1}   -1.49{col 57}{space 3}0.138{col 65}{space 4} -22957.2{col 78}{space 3} 3168.485
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2}-2092.073{col 37}{space 2} 1846.317{col 48}{space 1}   -1.13{col 57}{space 3}0.257{col 65}{space 4}-5714.363{col 78}{space 3} 1530.218
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2}-78645.99{col 37}{space 2} 27419.25{col 48}{space 1}   -2.87{col 57}{space 3}0.004{col 65}{space 4}-132439.8{col 78}{space 3}-24852.15
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2}-154727.5{col 37}{space 2} 58030.17{col 48}{space 1}   -2.67{col 57}{space 3}0.008{col 65}{space 4}-268576.9{col 78}{space 3}-40878.03
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2}-10405.04{col 37}{space 2} 80830.06{col 48}{space 1}   -0.13{col 57}{space 3}0.898{col 65}{space 4}-168985.6{col 78}{space 3} 148175.5
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2}  -173749{col 37}{space 2} 61963.51{col 48}{space 1}   -2.80{col 57}{space 3}0.005{col 65}{space 4}-295315.2{col 78}{space 3}-52182.72
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2} 765668.5{col 37}{space 2} 282929.6{col 48}{space 1}    2.71{col 57}{space 3}0.007{col 65}{space 4} 210588.6{col 78}{space 3}  1320748
{txt}{space 16}unified {c |}{col 25}{res}{space 2}-160189.3{col 37}{space 2} 152348.5{col 48}{space 1}   -1.05{col 57}{space 3}0.293{col 65}{space 4}-459081.9{col 78}{space 3} 138703.3
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-13737.28{col 37}{space 2}  51156.2{col 48}{space 1}   -0.27{col 57}{space 3}0.788{col 65}{space 4}-114100.7{col 78}{space 3} 86626.11
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2} 331694.3{col 37}{space 2} 75405.69{col 48}{space 1}    4.40{col 57}{space 3}0.000{col 65}{space 4} 183755.8{col 78}{space 3} 479632.8
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-132588.9{col 37}{space 2} 60332.64{col 48}{space 1}   -2.20{col 57}{space 3}0.028{col 65}{space 4}-250955.5{col 78}{space 3} -14222.2
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2} -1201675{col 37}{space 2} 455705.4{col 48}{space 1}   -2.64{col 57}{space 3}0.008{col 65}{space 4} -2095724{col 78}{space 3}  -307626
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2} 879700.1{col 37}{space 2} 389293.5{col 48}{space 1}    2.26{col 57}{space 3}0.024{col 65}{space 4} 115944.9{col 78}{space 3}  1643455
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2}  2132682{col 37}{space 2} 258906.1{col 48}{space 1}    8.24{col 57}{space 3}0.000{col 65}{space 4}  1624734{col 78}{space 3}  2640630
{txt}{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-52462.58{col 37}{space 2} 66443.42{col 48}{space 1}   -0.79{col 57}{space 3}0.430{col 65}{space 4}  -182818{col 78}{space 3} 77892.82
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2} -39188.8{col 37}{space 2} 65168.22{col 48}{space 1}   -0.60{col 57}{space 3}0.548{col 65}{space 4}-167042.4{col 78}{space 3} 88664.78
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2}-35819.83{col 37}{space 2} 96618.11{col 48}{space 1}   -0.37{col 57}{space 3}0.711{col 65}{space 4}  -225375{col 78}{space 3} 153735.3
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2}-258902.8{col 37}{space 2} 178715.4{col 48}{space 1}   -1.45{col 57}{space 3}0.148{col 65}{space 4}-609524.6{col 78}{space 3} 91719.13
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}  17808.1{col 37}{space 2} 44267.39{col 48}{space 1}    0.40{col 57}{space 3}0.688{col 65}{space 4}-69040.13{col 78}{space 3} 104656.3
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2}-135782.1{col 37}{space 2} 120635.9{col 48}{space 1}   -1.13{col 57}{space 3}0.261{col 65}{space 4}-372457.7{col 78}{space 3} 100893.5
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2}-230660.4{col 37}{space 2}   159340{col 48}{space 1}   -1.45{col 57}{space 3}0.148{col 65}{space 4}-543269.7{col 78}{space 3}  81948.9
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2}  -173459{col 37}{space 2} 111929.5{col 48}{space 1}   -1.55{col 57}{space 3}0.121{col 65}{space 4}-393053.6{col 78}{space 3} 46135.59
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2}-159376.6{col 37}{space 2} 95378.76{col 48}{space 1}   -1.67{col 57}{space 3}0.095{col 65}{space 4}-346500.2{col 78}{space 3} 27747.11
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2}-121484.7{col 37}{space 2} 112722.2{col 48}{space 1}   -1.08{col 57}{space 3}0.281{col 65}{space 4}-342634.4{col 78}{space 3} 99664.97
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2}-149075.4{col 37}{space 2} 105663.6{col 48}{space 1}   -1.41{col 57}{space 3}0.159{col 65}{space 4}  -356377{col 78}{space 3} 58226.13
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2} 233771.5{col 37}{space 2}   210759{col 48}{space 1}    1.11{col 57}{space 3}0.268{col 65}{space 4}-179716.7{col 78}{space 3} 647259.7
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2} 117901.4{col 37}{space 2} 211744.9{col 48}{space 1}    0.56{col 57}{space 3}0.578{col 65}{space 4}  -297521{col 78}{space 3} 533323.9
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2} 230669.1{col 37}{space 2} 185876.1{col 48}{space 1}    1.24{col 57}{space 3}0.215{col 65}{space 4}-134001.4{col 78}{space 3} 595339.6
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2}-63578.63{col 37}{space 2} 107536.2{col 48}{space 1}   -0.59{col 57}{space 3}0.554{col 65}{space 4}-274554.1{col 78}{space 3} 147396.8
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2} 35215.67{col 37}{space 2} 148969.2{col 48}{space 1}    0.24{col 57}{space 3}0.813{col 65}{space 4}-257047.1{col 78}{space 3} 327478.5
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2} 55510.18{col 37}{space 2} 135707.6{col 48}{space 1}    0.41{col 57}{space 3}0.683{col 65}{space 4}-210734.7{col 78}{space 3} 321755.1
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2}-243300.6{col 37}{space 2} 148319.9{col 48}{space 1}   -1.64{col 57}{space 3}0.101{col 65}{space 4}-534289.6{col 78}{space 3} 47688.41
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2}-324955.2{col 37}{space 2} 190280.1{col 48}{space 1}   -1.71{col 57}{space 3}0.088{col 65}{space 4}-698265.9{col 78}{space 3} 48355.42
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}  2456225{col 37}{space 2} 969995.8{col 48}{space 1}    2.53{col 57}{space 3}0.011{col 65}{space 4} 553189.6{col 78}{space 3}  4359261
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res} 1315110.7
                {txt}sigma_e {c |} {res} 1005021.1
                    {txt}rho {c |} {res} .63130622{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-125436.7{col 26}{space 2} 41135.87{col 37}{space 1}   -3.05{col 46}{space 3}0.002{col 54}{space 4}-206141.2{col 67}{space 3}-44732.24
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-37591.99{col 26}{space 2} 29287.02{col 37}{space 1}   -1.28{col 46}{space 3}0.200{col 54}{space 4}-95050.22{col 67}{space 3} 19866.24
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-7599.362{col 26}{space 2} 36992.61{col 37}{space 1}   -0.21{col 46}{space 3}0.837{col 54}{space 4}-80175.19{col 67}{space 3} 64976.47
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-132902.3{col 26}{space 2}  69156.6{col 37}{space 1}   -1.92{col 46}{space 3}0.055{col 54}{space 4}-268580.7{col 67}{space 3} 2776.133
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. 
. *q = 99 *
. 
. xtrifreg neg_fed_funding presparty2xclintonlewis  zloyalty2_abszero  zmanage2_abszero zpolicy2_abszero  agency_totalgrantamtyr lnagencycomplexity  ///
> cuts_year ihs_grantamount grantageqtr516 grantageqtr1732 grantageqtr33plus presparty2 clintonlewis unified second_term pres_sameparty_cut pres_diffparty_cut ///
> agendum1 agendum2 agendum3 agendum4 agendum5 agendum6 agendum7 agendum8 agendum9 agendum10 agendum11 agendum12 agendum13 agendum14 ///
> agendum15 agendum17 agendum18 agendum19 agendum20 agendum21 ///
> yeardum6 yeardum7 yeardum8 yeardum9 yeardum10 yeardum11 yeardum12 yeardum13 yeardum14 yeardum15 yeardum16 yeardum17 ///
> yeardum18 yeardum19 yeardum20 yeardum21 yeardum22 yeardum23 yeardum24 yeardum25  if neg_fed_funding>0 & type_of_grant !="03" & type_of_action=="C", fe i(program_id) q(99)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   744649
{txt}Group variable: {res}program_id                      {txt}Number of groups   = {res}     1227

{txt}R-sq:  within  = {res}0.0031                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0001                                        {txt}avg = {res}    606.9
{txt}       overall = {res}0.0001                                        {txt}max = {res}   262786

{col 49}{help j_robustsingular##|_new:F(38,1226)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3680                        {txt}Prob > F           =    {res}     .

{txt}{ralign 89:(Std. Err. adjusted for {res:1,227} clusters in program_id)}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}    Robust
{col 1}                 rif_99{col 25}{c |}      Coef.{col 37}   Std. Err.{col 49}      t{col 57}   P>|t|{col 65}     [95% Con{col 78}f. Interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
presparty2xclintonlewis {c |}{col 25}{res}{space 2}-735593.5{col 37}{space 2} 393208.9{col 48}{space 1}   -1.87{col 57}{space 3}0.062{col 65}{space 4} -1507030{col 78}{space 3} 35843.33
{txt}{space 6}zloyalty2_abszero {c |}{col 25}{res}{space 2}-690121.3{col 37}{space 2}   422103{col 48}{space 1}   -1.63{col 57}{space 3}0.102{col 65}{space 4} -1518246{col 78}{space 3} 138002.9
{txt}{space 7}zmanage2_abszero {c |}{col 25}{res}{space 2}-204701.7{col 37}{space 2} 329222.7{col 48}{space 1}   -0.62{col 57}{space 3}0.534{col 65}{space 4}-850603.9{col 78}{space 3} 441200.5
{txt}{space 7}zpolicy2_abszero {c |}{col 25}{res}{space 2} -1233782{col 37}{space 2} 973748.3{col 48}{space 1}   -1.27{col 57}{space 3}0.205{col 65}{space 4} -3144180{col 78}{space 3} 676615.2
{txt}{space 1}agency_totalgrantamtyr {c |}{col 25}{res}{space 2} .0000447{col 37}{space 2} .0000452{col 48}{space 1}    0.99{col 57}{space 3}0.323{col 65}{space 4}-.0000441{col 78}{space 3} .0001335
{txt}{space 5}lnagencycomplexity {c |}{col 25}{res}{space 2} -1848129{col 37}{space 2}  1754285{col 48}{space 1}   -1.05{col 57}{space 3}0.292{col 65}{space 4} -5289863{col 78}{space 3}  1593604
{txt}{space 14}cuts_year {c |}{col 25}{res}{space 2} 247781.3{col 37}{space 2} 142608.4{col 48}{space 1}    1.74{col 57}{space 3}0.083{col 65}{space 4}-32002.33{col 78}{space 3} 527564.8
{txt}{space 8}ihs_grantamount {c |}{col 25}{res}{space 2} 20734.76{col 37}{space 2} 84939.02{col 48}{space 1}    0.24{col 57}{space 3}0.807{col 65}{space 4}-145907.2{col 78}{space 3} 187376.7
{txt}{space 9}grantageqtr516 {c |}{col 25}{res}{space 2} -1175088{col 37}{space 2} 434479.3{col 48}{space 1}   -2.70{col 57}{space 3}0.007{col 65}{space 4} -2027494{col 78}{space 3}-322683.1
{txt}{space 8}grantageqtr1732 {c |}{col 25}{res}{space 2} -2564049{col 37}{space 2}  1254646{col 48}{space 1}   -2.04{col 57}{space 3}0.041{col 65}{space 4} -5025539{col 78}{space 3}-102558.6
{txt}{space 6}grantageqtr33plus {c |}{col 25}{res}{space 2} -2120155{col 37}{space 2}  2374683{col 48}{space 1}   -0.89{col 57}{space 3}0.372{col 65}{space 4} -6779048{col 78}{space 3}  2538738
{txt}{space 13}presparty2 {c |}{col 25}{res}{space 2} -3099528{col 37}{space 2}  1054159{col 48}{space 1}   -2.94{col 57}{space 3}0.003{col 65}{space 4} -5167683{col 78}{space 3} -1031372
{txt}{space 11}clintonlewis {c |}{col 25}{res}{space 2}  6498238{col 37}{space 2}  4975554{col 48}{space 1}    1.31{col 57}{space 3}0.192{col 65}{space 4} -3263305{col 78}{space 3} 1.63e+07
{txt}{space 16}unified {c |}{col 25}{res}{space 2} -3791510{col 37}{space 2}  2558682{col 48}{space 1}   -1.48{col 57}{space 3}0.139{col 65}{space 4} -8811390{col 78}{space 3}  1228369
{txt}{space 12}second_term {c |}{col 25}{res}{space 2}-373422.6{col 37}{space 2}  1044784{col 48}{space 1}   -0.36{col 57}{space 3}0.721{col 65}{space 4} -2423184{col 78}{space 3}  1676339
{txt}{space 5}pres_sameparty_cut {c |}{col 25}{res}{space 2}  3728656{col 37}{space 2}  1459451{col 48}{space 1}    2.55{col 57}{space 3}0.011{col 65}{space 4} 865357.1{col 78}{space 3}  6591954
{txt}{space 5}pres_diffparty_cut {c |}{col 25}{res}{space 2}-792295.7{col 37}{space 2} 549513.7{col 48}{space 1}   -1.44{col 57}{space 3}0.150{col 65}{space 4} -1870387{col 78}{space 3} 285795.8
{txt}{space 15}agendum1 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum2 {c |}{col 25}{res}{space 2}-1.16e+07{col 37}{space 2}  8199482{col 48}{space 1}   -1.41{col 57}{space 3}0.159{col 65}{space 4}-2.77e+07{col 78}{space 3}  4518394
{txt}{space 15}agendum3 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum4 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum5 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum6 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum7 {c |}{col 25}{res}{space 2}  5352731{col 37}{space 2}  2628191{col 48}{space 1}    2.04{col 57}{space 3}0.042{col 65}{space 4} 196481.3{col 78}{space 3} 1.05e+07
{txt}{space 15}agendum8 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}agendum9 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum11 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum12 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum13 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum14 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum15 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum17 {c |}{col 25}{res}{space 2} -4841036{col 37}{space 2}  4492909{col 48}{space 1}   -1.08{col 57}{space 3}0.281{col 65}{space 4}-1.37e+07{col 78}{space 3}  3973606
{txt}{space 14}agendum18 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum19 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum20 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}agendum21 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 15}yeardum6 {c |}{col 25}{res}{space 2}-313514.7{col 37}{space 2}  1389006{col 48}{space 1}   -0.23{col 57}{space 3}0.821{col 65}{space 4} -3038607{col 78}{space 3}  2411578
{txt}{space 15}yeardum7 {c |}{col 25}{res}{space 2} 255251.8{col 37}{space 2}  1227514{col 48}{space 1}    0.21{col 57}{space 3}0.835{col 65}{space 4} -2153009{col 78}{space 3}  2663513
{txt}{space 15}yeardum8 {c |}{col 25}{res}{space 2} 65367.26{col 37}{space 2}  1767830{col 48}{space 1}    0.04{col 57}{space 3}0.971{col 65}{space 4} -3402941{col 78}{space 3}  3533675
{txt}{space 15}yeardum9 {c |}{col 25}{res}{space 2} -4523171{col 37}{space 2}  2997100{col 48}{space 1}   -1.51{col 57}{space 3}0.132{col 65}{space 4}-1.04e+07{col 78}{space 3}  1356842
{txt}{space 14}yeardum10 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}yeardum11 {c |}{col 25}{res}{space 2}  -336121{col 37}{space 2} 255646.4{col 48}{space 1}   -1.31{col 57}{space 3}0.189{col 65}{space 4}  -837674{col 78}{space 3}   165432
{txt}{space 14}yeardum12 {c |}{col 25}{res}{space 2} -2765139{col 37}{space 2}  2008678{col 48}{space 1}   -1.38{col 57}{space 3}0.169{col 65}{space 4} -6705966{col 78}{space 3}  1175688
{txt}{space 14}yeardum13 {c |}{col 25}{res}{space 2} -4965392{col 37}{space 2}  2722133{col 48}{space 1}   -1.82{col 57}{space 3}0.068{col 65}{space 4}-1.03e+07{col 78}{space 3} 375163.8
{txt}{space 14}yeardum14 {c |}{col 25}{res}{space 2} -4025512{col 37}{space 2}  1755761{col 48}{space 1}   -2.29{col 57}{space 3}0.022{col 65}{space 4} -7470141{col 78}{space 3}-580882.3
{txt}{space 14}yeardum15 {c |}{col 25}{res}{space 2} -3239905{col 37}{space 2}  1296947{col 48}{space 1}   -2.50{col 57}{space 3}0.013{col 65}{space 4} -5784386{col 78}{space 3}-695424.1
{txt}{space 14}yeardum16 {c |}{col 25}{res}{space 2} -3439870{col 37}{space 2}  1642102{col 48}{space 1}   -2.09{col 57}{space 3}0.036{col 65}{space 4} -6661512{col 78}{space 3}-218228.1
{txt}{space 14}yeardum17 {c |}{col 25}{res}{space 2} -2693430{col 37}{space 2}  1512248{col 48}{space 1}   -1.78{col 57}{space 3}0.075{col 65}{space 4} -5660310{col 78}{space 3} 273450.5
{txt}{space 14}yeardum18 {c |}{col 25}{res}{space 2}  4004480{col 37}{space 2}  2304064{col 48}{space 1}    1.74{col 57}{space 3}0.082{col 65}{space 4}  -515866{col 78}{space 3}  8524825
{txt}{space 14}yeardum19 {c |}{col 25}{res}{space 2} -1296177{col 37}{space 2}  2266566{col 48}{space 1}   -0.57{col 57}{space 3}0.568{col 65}{space 4} -5742954{col 78}{space 3}  3150599
{txt}{space 14}yeardum20 {c |}{col 25}{res}{space 2}  5967357{col 37}{space 2}  3893550{col 48}{space 1}    1.53{col 57}{space 3}0.126{col 65}{space 4} -1671402{col 78}{space 3} 1.36e+07
{txt}{space 14}yeardum21 {c |}{col 25}{res}{space 2} 839507.7{col 37}{space 2}  1923339{col 48}{space 1}    0.44{col 57}{space 3}0.663{col 65}{space 4} -2933892{col 78}{space 3}  4612908
{txt}{space 14}yeardum22 {c |}{col 25}{res}{space 2}  1872927{col 37}{space 2}  2154122{col 48}{space 1}    0.87{col 57}{space 3}0.385{col 65}{space 4} -2353246{col 78}{space 3}  6099100
{txt}{space 14}yeardum23 {c |}{col 25}{res}{space 2}  2212446{col 37}{space 2}  2341863{col 48}{space 1}    0.94{col 57}{space 3}0.345{col 65}{space 4} -2382057{col 78}{space 3}  6806949
{txt}{space 14}yeardum24 {c |}{col 25}{res}{space 2} -2673257{col 37}{space 2}  2507111{col 48}{space 1}   -1.07{col 57}{space 3}0.287{col 65}{space 4} -7591959{col 78}{space 3}  2245446
{txt}{space 14}yeardum25 {c |}{col 25}{res}{space 2} -4118251{col 37}{space 2}  3185489{col 48}{space 1}   -1.29{col 57}{space 3}0.196{col 65}{space 4}-1.04e+07{col 78}{space 3}  2131362
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} 2.57e+07{col 37}{space 2} 1.67e+07{col 48}{space 1}    1.54{col 57}{space 3}0.125{col 65}{space 4} -7114092{col 78}{space 3} 5.85e+07
{txt}{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
                sigma_u {c |} {res}  35109448
                {txt}sigma_e {c |} {res}  30742000
                    {txt}rho {c |} {res} .56603228{txt}   (fraction of variance due to u_i)
{hline 24}{c BT}{hline 64}
F test that all u_i=0: F({res}1226{txt}, {res}1226{txt}) = {res}.                     {txt}Prob > F = {res}     .
{txt}
{com}. 
. 
. *** POLITICAL ACCOUNTABILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***
. 
. lincom  (presparty2xclintonlewis*0.677539*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.355078{res}*{res}presparty2xclintonlewis = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_99{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-996786.6{col 26}{space 2} 532828.7{col 37}{space 1}   -1.87{col 46}{space 3}0.062{col 54}{space 4} -2042144{col 67}{space 3} 48570.51
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zloyalty2_abszero*0.569556*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.139112{res}*{res}zloyalty2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_99{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-786125.5{col 26}{space 2} 480822.6{col 37}{space 1}   -1.63{col 46}{space 3}0.102{col 54}{space 4} -1729452{col 67}{space 3} 157200.7
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *** BUREAUCRATIC REPSONSIBILITY-MOTIVATED GRANT RETRENCHMENT EFFECTS [INDIVIDUAL GRANT RETRENCHMENTS] ***  
. 
. lincom  (zmanage2_abszero*0.6853556*2) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.370711{res}*{res}zmanage2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_99{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-280586.9{col 26}{space 2} 451269.2{col 37}{space 1}   -0.62{col 46}{space 3}0.534{col 54}{space 4} -1165932{col 67}{space 3} 604758.5
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. lincom (zpolicy2_abszero*0.6009016*2)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.201803{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_99{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} -1482764{col 26}{space 2}  1170254{col 37}{space 1}   -1.27{col 46}{space 3}0.205{col 54}{space 4} -3778686{col 67}{space 3} 813158.3
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. 
. 
. 
. 
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************
. 
. save "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Negative Grants\Winter 2020\Data\neg_grants_data.01-02-2020.03-18-2020.varsadded.dta", replace
{txt}file C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Negative Grants\Winter 2020\Data\neg_grants_data.01-02-2020.03-18-2020.varsadded.dta saved

{com}. 
. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Negative Grants\Winter 2020\Output\Manuscript Model Results.03-18-2020.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}20 Mar 2020, 17:37:49
{txt}{.-}
{smcl}
{txt}{sf}{ul off}